AI31201

Reinforcement Learning

Autumn 2026 • IIT Kharagpur

Coding Tutorials5

Tutorial 1: Introduction to Python & Gymnasium

Ranjan Sarkar

  • Numpy
  • Matplotlib
  • Sympy
  • CasADi
  • OpenAI Gymnasium
Notebook

Tutorial 2: Q-Learning

Samarth Gupta

Notebook

Tutorial 3: Policy Iteration

Samarth Gupta, Ranjan Sarkar

Notebook

Tutorial 4: Value Iteration (Gambler's Problem)

Ranjan Sarkar

Notebook

Tutorial 5: Monte Carlo Prediction (Blackjack)

Ranjan Sarkar

Notebook